
(FPCore (k n) :precision binary64 (* (/ 1.0 (sqrt k)) (pow (* (* 2.0 (PI)) n) (/ (- 1.0 k) 2.0))))
\begin{array}{l}
\\
\frac{1}{\sqrt{k}} \cdot {\left(\left(2 \cdot \mathsf{PI}\left(\right)\right) \cdot n\right)}^{\left(\frac{1 - k}{2}\right)}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 9 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (k n) :precision binary64 (* (/ 1.0 (sqrt k)) (pow (* (* 2.0 (PI)) n) (/ (- 1.0 k) 2.0))))
\begin{array}{l}
\\
\frac{1}{\sqrt{k}} \cdot {\left(\left(2 \cdot \mathsf{PI}\left(\right)\right) \cdot n\right)}^{\left(\frac{1 - k}{2}\right)}
\end{array}
(FPCore (k n) :precision binary64 (/ (pow (sqrt (* (* 2.0 (PI)) n)) (- 1.0 k)) (sqrt k)))
\begin{array}{l}
\\
\frac{{\left(\sqrt{\left(2 \cdot \mathsf{PI}\left(\right)\right) \cdot n}\right)}^{\left(1 - k\right)}}{\sqrt{k}}
\end{array}
Initial program 99.1%
lift-pow.f64N/A
rem-exp-logN/A
lift-/.f64N/A
frac-2negN/A
distribute-frac-negN/A
pow-negN/A
lower-/.f64N/A
rem-exp-logN/A
distribute-neg-frac2N/A
lift-/.f64N/A
lower-pow.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
metadata-evalN/A
Applied rewrites99.1%
Applied rewrites99.1%
lift-pow.f64N/A
lift-fma.f64N/A
*-commutativeN/A
metadata-evalN/A
distribute-rgt-neg-inN/A
distribute-lft-neg-inN/A
metadata-evalN/A
distribute-rgt-inN/A
+-commutativeN/A
sub-negN/A
pow-unpowN/A
lower-pow.f64N/A
unpow1/2N/A
lower-sqrt.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower--.f6499.1
Applied rewrites99.1%
Final simplification99.1%
(FPCore (k n) :precision binary64 (if (<= k 1.0) (/ (sqrt n) (sqrt (* (/ k (PI)) 0.5))) (/ (pow (* (* 2.0 (PI)) n) (* -0.5 k)) (sqrt k))))
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;k \leq 1:\\
\;\;\;\;\frac{\sqrt{n}}{\sqrt{\frac{k}{\mathsf{PI}\left(\right)} \cdot 0.5}}\\
\mathbf{else}:\\
\;\;\;\;\frac{{\left(\left(2 \cdot \mathsf{PI}\left(\right)\right) \cdot n\right)}^{\left(-0.5 \cdot k\right)}}{\sqrt{k}}\\
\end{array}
\end{array}
if k < 1Initial program 98.4%
Taylor expanded in k around 0
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-PI.f6471.4
Applied rewrites71.4%
Applied rewrites71.6%
Applied rewrites71.6%
Applied rewrites96.3%
if 1 < k Initial program 100.0%
Taylor expanded in k around inf
lower-*.f64100.0
Applied rewrites100.0%
lift-*.f64N/A
*-commutativeN/A
lift-/.f64N/A
un-div-invN/A
lower-/.f64100.0
Applied rewrites100.0%
(FPCore (k n) :precision binary64 (/ (pow (* (* 2.0 (PI)) n) (fma -0.5 k 0.5)) (sqrt k)))
\begin{array}{l}
\\
\frac{{\left(\left(2 \cdot \mathsf{PI}\left(\right)\right) \cdot n\right)}^{\left(\mathsf{fma}\left(-0.5, k, 0.5\right)\right)}}{\sqrt{k}}
\end{array}
Initial program 99.1%
lift-pow.f64N/A
rem-exp-logN/A
lift-/.f64N/A
frac-2negN/A
distribute-frac-negN/A
pow-negN/A
lower-/.f64N/A
rem-exp-logN/A
distribute-neg-frac2N/A
lift-/.f64N/A
lower-pow.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f64N/A
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
metadata-evalN/A
Applied rewrites99.1%
Applied rewrites99.1%
(FPCore (k n) :precision binary64 (/ (sqrt n) (sqrt (* (/ k (PI)) 0.5))))
\begin{array}{l}
\\
\frac{\sqrt{n}}{\sqrt{\frac{k}{\mathsf{PI}\left(\right)} \cdot 0.5}}
\end{array}
Initial program 99.1%
Taylor expanded in k around 0
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-PI.f6439.9
Applied rewrites39.9%
Applied rewrites40.1%
Applied rewrites40.1%
Applied rewrites53.5%
(FPCore (k n) :precision binary64 (/ (sqrt (* (* 2.0 (PI)) n)) (sqrt k)))
\begin{array}{l}
\\
\frac{\sqrt{\left(2 \cdot \mathsf{PI}\left(\right)\right) \cdot n}}{\sqrt{k}}
\end{array}
Initial program 99.1%
Taylor expanded in k around 0
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-PI.f6439.9
Applied rewrites39.9%
Applied rewrites53.2%
(FPCore (k n) :precision binary64 (* (sqrt (* (/ (PI) k) 2.0)) (sqrt n)))
\begin{array}{l}
\\
\sqrt{\frac{\mathsf{PI}\left(\right)}{k} \cdot 2} \cdot \sqrt{n}
\end{array}
Initial program 99.1%
Taylor expanded in k around 0
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-PI.f6439.9
Applied rewrites39.9%
Applied rewrites40.1%
Applied rewrites53.1%
(FPCore (k n) :precision binary64 (* (sqrt (/ 2.0 k)) (sqrt (* (PI) n))))
\begin{array}{l}
\\
\sqrt{\frac{2}{k}} \cdot \sqrt{\mathsf{PI}\left(\right) \cdot n}
\end{array}
Initial program 99.1%
Taylor expanded in k around 0
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-PI.f6439.9
Applied rewrites39.9%
Applied rewrites40.1%
Applied rewrites52.8%
Final simplification52.8%
(FPCore (k n) :precision binary64 (* (sqrt (/ n k)) (sqrt (* 2.0 (PI)))))
\begin{array}{l}
\\
\sqrt{\frac{n}{k}} \cdot \sqrt{2 \cdot \mathsf{PI}\left(\right)}
\end{array}
Initial program 99.1%
Taylor expanded in k around 0
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-PI.f6439.9
Applied rewrites39.9%
Applied rewrites40.2%
Final simplification40.2%
(FPCore (k n) :precision binary64 (sqrt (* (* (/ n k) (PI)) 2.0)))
\begin{array}{l}
\\
\sqrt{\left(\frac{n}{k} \cdot \mathsf{PI}\left(\right)\right) \cdot 2}
\end{array}
Initial program 99.1%
Taylor expanded in k around 0
*-commutativeN/A
lower-*.f64N/A
lower-sqrt.f64N/A
lower-sqrt.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-PI.f6439.9
Applied rewrites39.9%
Applied rewrites40.1%
Applied rewrites40.1%
herbie shell --seed 2024295
(FPCore (k n)
:name "Migdal et al, Equation (51)"
:precision binary64
(* (/ 1.0 (sqrt k)) (pow (* (* 2.0 (PI)) n) (/ (- 1.0 k) 2.0))))